Contents Menu Expand Light mode Dark mode Auto light/dark, in light mode Auto light/dark, in dark mode Skip to content
socceraction 1.5.3 documentation
Logo

Documentation

  • Quickstart
  • Installation
  • Loading data
    • Loading StatsBomb data
    • Loading Wyscout data
    • Loading Opta data
  • Data representation
    • SPADL
    • Atomic-SPADL
  • Valuing actions
    • Expected Threat (xT)
    • VAEP
    • Atomic-VAEP
  • FAQ

API reference

  • socceraction.data
    • socceraction.data.base
      • socceraction.data.base.EventDataLoader
        • socceraction.data.base.EventDataLoader.competitions
        • socceraction.data.base.EventDataLoader.events
        • socceraction.data.base.EventDataLoader.games
        • socceraction.data.base.EventDataLoader.players
        • socceraction.data.base.EventDataLoader.teams
      • socceraction.data.schema.CompetitionSchema
      • socceraction.data.schema.TeamSchema
      • socceraction.data.schema.PlayerSchema
      • socceraction.data.schema.GameSchema
      • socceraction.data.schema.EventSchema
    • socceraction.data.statsbomb
      • socceraction.data.statsbomb.StatsBombLoader
        • socceraction.data.statsbomb.StatsBombLoader.__init__
        • socceraction.data.statsbomb.StatsBombLoader.competitions
        • socceraction.data.statsbomb.StatsBombLoader.events
        • socceraction.data.statsbomb.StatsBombLoader.games
        • socceraction.data.statsbomb.StatsBombLoader.players
        • socceraction.data.statsbomb.StatsBombLoader.teams
      • socceraction.data.statsbomb.StatsBombCompetitionSchema
      • socceraction.data.statsbomb.StatsBombTeamSchema
      • socceraction.data.statsbomb.StatsBombPlayerSchema
      • socceraction.data.statsbomb.StatsBombGameSchema
      • socceraction.data.statsbomb.StatsBombEventSchema
    • socceraction.data.opta
      • socceraction.data.opta.OptaLoader
        • socceraction.data.opta.OptaLoader.__init__
        • socceraction.data.opta.OptaLoader.competitions
        • socceraction.data.opta.OptaLoader.events
        • socceraction.data.opta.OptaLoader.games
        • socceraction.data.opta.OptaLoader.players
        • socceraction.data.opta.OptaLoader.teams
      • socceraction.data.opta.OptaCompetitionSchema
      • socceraction.data.opta.OptaTeamSchema
      • socceraction.data.opta.OptaPlayerSchema
      • socceraction.data.opta.OptaGameSchema
      • socceraction.data.opta.OptaEventSchema
    • socceraction.data.wyscout
      • socceraction.data.wyscout.WyscoutLoader
        • socceraction.data.wyscout.WyscoutLoader.__init__
        • socceraction.data.wyscout.WyscoutLoader.competitions
        • socceraction.data.wyscout.WyscoutLoader.events
        • socceraction.data.wyscout.WyscoutLoader.games
        • socceraction.data.wyscout.WyscoutLoader.players
        • socceraction.data.wyscout.WyscoutLoader.teams
      • socceraction.data.wyscout.PublicWyscoutLoader
        • socceraction.data.wyscout.PublicWyscoutLoader.__init__
        • socceraction.data.wyscout.PublicWyscoutLoader.competitions
        • socceraction.data.wyscout.PublicWyscoutLoader.events
        • socceraction.data.wyscout.PublicWyscoutLoader.games
        • socceraction.data.wyscout.PublicWyscoutLoader.players
        • socceraction.data.wyscout.PublicWyscoutLoader.teams
      • socceraction.data.wyscout.WyscoutCompetitionSchema
      • socceraction.data.wyscout.WyscoutTeamSchema
      • socceraction.data.wyscout.WyscoutPlayerSchema
      • socceraction.data.wyscout.WyscoutGameSchema
      • socceraction.data.wyscout.WyscoutEventSchema
  • socceraction.spadl
    • socceraction.spadl.statsbomb.convert_to_actions
    • socceraction.spadl.opta.convert_to_actions
    • socceraction.spadl.wyscout.convert_to_actions
    • socceraction.spadl.kloppy.convert_to_actions
    • socceraction.spadl.SPADLSchema
    • socceraction.spadl.config.field_length
    • socceraction.spadl.config.field_width
    • socceraction.spadl.config.actiontypes
    • socceraction.spadl.config.bodyparts
    • socceraction.spadl.config.results
    • socceraction.spadl.play_left_to_right
    • socceraction.spadl.add_names
    • socceraction.spadl.actiontypes_df
    • socceraction.spadl.bodyparts_df
    • socceraction.spadl.results_df
  • socceraction.xthreat
    • socceraction.xthreat.ExpectedThreat
      • socceraction.xthreat.ExpectedThreat.__init__
      • socceraction.xthreat.ExpectedThreat.fit
      • socceraction.xthreat.ExpectedThreat.interpolator
      • socceraction.xthreat.ExpectedThreat.rate
      • socceraction.xthreat.ExpectedThreat.save_model
    • socceraction.xthreat.load_model
    • socceraction.xthreat.get_move_actions
    • socceraction.xthreat.get_successful_move_actions
    • socceraction.xthreat.scoring_prob
    • socceraction.xthreat.action_prob
    • socceraction.xthreat.move_transition_matrix
  • socceraction.vaep
    • socceraction.vaep.VAEP
      • socceraction.vaep.VAEP.__init__
      • socceraction.vaep.VAEP.compute_features
      • socceraction.vaep.VAEP.compute_labels
      • socceraction.vaep.VAEP.fit
      • socceraction.vaep.VAEP.rate
      • socceraction.vaep.VAEP.score
    • socceraction.vaep.features
    • socceraction.vaep.labels
    • socceraction.vaep.formula
  • socceraction.atomic.spadl
    • socceraction.atomic.spadl.convert_to_atomic
    • socceraction.atomic.spadl.AtomicSPADLSchema
    • socceraction.atomic.spadl.config.field_length
    • socceraction.atomic.spadl.config.field_width
    • socceraction.atomic.spadl.config.actiontypes
    • socceraction.atomic.spadl.config.bodyparts
    • socceraction.atomic.spadl.play_left_to_right
    • socceraction.atomic.spadl.add_names
    • socceraction.atomic.spadl.actiontypes_df
    • socceraction.atomic.spadl.bodyparts_df
  • socceraction.atomic.vaep
    • socceraction.atomic.vaep.AtomicVAEP
      • socceraction.atomic.vaep.AtomicVAEP.__init__
    • socceraction.atomic.vaep.features
    • socceraction.atomic.vaep.labels
    • socceraction.atomic.vaep.formula

Development

  • Changelog
  • Contributor guide
Back to top
View this page
Edit this page

socceraction.atomic.vaep¶

Implements the Atomic-VAEP framework.

Model¶

socceraction.atomic.vaep.AtomicVAEP

An implementation of the VAEP framework for atomic actions.

Utility functions¶

socceraction.atomic.vaep.features

Implements the feature tranformers of the VAEP framework.

socceraction.atomic.vaep.labels

Implements the label tranformers of the Atomic-VAEP framework.

socceraction.atomic.vaep.formula

Implements the formula of the Atomic-VAEP framework.

Next
socceraction.atomic.vaep.AtomicVAEP
Previous
socceraction.atomic.spadl.bodyparts_df
Copyright © 2020, DTAI KU Leuven
Made with Sphinx and @pradyunsg's Furo
On this page
  • socceraction.atomic.vaep
    • Model
    • Utility functions